{"id":"W2317950157","doi":"10.3928/00904481-20110615-11","title":"Medical Work in Developing Countries: How to Approach a Global Health Experience","year":2011,"lang":"en","type":"article","venue":"Pediatric Annals","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Work (physics); Developing country; Global health; Nursing; Economic growth; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001182306,0.0001726681,0.0004748744,0.0001533109,0.00007508539,0.00001365252,0.0001653276,0.0001524495,0.0001025121],"category_scores_gemma":[0.0007381235,0.0001495186,0.00006124685,0.001577071,0.0000425055,0.00007645605,0.000070731,0.0001803631,0.00008703079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186728,"about_ca_system_score_gemma":0.0022017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003467469,"about_ca_topic_score_gemma":0.00002752932,"domain_scores_codex":[0.9973747,0.00008394753,0.0004719768,0.0003866429,0.0007265868,0.0009562209],"domain_scores_gemma":[0.998235,0.00006714513,0.00009967954,0.0002295041,0.0001175909,0.00125112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004129051,0.0001646097,0.9209149,0.0003157902,0.00000601498,0.0001382986,0.004363877,3.845954e-7,1.262006e-8,0.001464925,0.06681342,0.005404859],"study_design_scores_gemma":[0.0008031767,0.0002262248,0.9094545,0.000168848,0.000009435648,0.0001323179,0.001113347,0.00002826742,0.00000191915,0.000111418,0.08764335,0.0003072121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218524,0.00613043,0.0119254,0.05180538,0.0006501807,0.0009674296,0.00001683304,0.0001519188,0.006500082],"genre_scores_gemma":[0.9256789,0.003921747,0.008497481,0.06103552,0.0006281544,0.0001036156,0.0000108145,0.00001418048,0.0001095914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082993,"threshold_uncertainty_score":0.609719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0891945007724833,"score_gpt":0.3741559409427131,"score_spread":0.2849614401702298,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}